Sleep Staging on MASS SS3 Complete
85.2Macro F1DeepSleepNet
Evaluation Results
| Method | Links | |
|---|---|---|
| DeepSleepNetImplementation Source=Ours2019.10 | 85.2 | |
| SimpleSleepNetImplementation Source=Ours2019.10 | 84.7 | |
| SeqSleepNetImplementation Source=Original paper reported, Dataset Version=Complete MASS dataset2019.10 | 83.3 | |
| SeqSleepNetImplementation Source=Ours2019.10 | 83.2 | |
| Mixed Neural NetworkImplementation Source=Ours, Input Signals=F4-EOG2019.10 | 83.2 | |
| DeepSleepNetImplementation Source=Original paper reported2019.10 | 81.7 | |
| Mixed Neural NetworkImplementation Source=Original paper reported2019.10 | 80.5 | |
| Chambon et Al.Implementation Source=Ours2019.10 | 79 | |
| Tsinalis et Al.Implementation Source=Ours2019.10 | 77.1 | |
| Chambon et Al.Implementation Source=Original paper reported2019.10 | 76.7 | |
| Tsinalis et Al.Implementation Source=Original paper reported, Dataset Version=Complete MASS dataset2019.10 | 70.4 |